Complete Guide: How to Effectively Use DeepSeek

Complete Guide: How to Effectively Use DeepSeek

This article starts from the unique advantages of DeepSeek and comprehensively shares the methods of using DeepSeek, including: the correct way to discard prompt templates, how to make it “speak human language”, deep thinking skills, the powerful style converter, and usage pitfalls. The “DeepSeek Usage Guide” is as follows: Note: All techniques in this article … Read more

Experience DeepSeek: AI for Everyone Without Complex Prompts

Experience DeepSeek: AI for Everyone Without Complex Prompts

01 DeepSeek is an Opportunity for Everyone AI is transforming from “black technology” to “oxygen”—those who cannot use AI may not even have the right to breathe in the future. The domestic large model DeepSeek, which has shocked Silicon Valley and Wall Street, deserves everyone’s close attention, because it can easily convert into high-quality productivity. … Read more

Integration of Four Types of Transformer Models: State, Trend, Perception, and Cognition

Integration of Four Types of Transformer Models: State, Trend, Perception, and Cognition

The Transformer model is a machine learning model initially used for natural language processing tasks, such as translation and text generation. It was developed by the Google AI team, and its design breaks through the limitations of previous recurrent neural networks and convolutional neural networks. The core of the Transformer model is the self-attention mechanism, … Read more

Nine Optimizations for Enhancing Transformer Efficiency

Nine Optimizations for Enhancing Transformer Efficiency

The Transformer has become a mainstream model in the field of artificial intelligence, with a wide range of applications. However, the computational cost of the attention mechanism in Transformers is relatively high, and this cost continues to increase with the length of the sequence. To address this issue, numerous modifications to the Transformer have emerged … Read more

Unleashing the Creativity of Transformers in Generative AI

Unleashing the Creativity of Transformers in Generative AI

The 2023 Zhejiang Programmer Festival is in full swing. As part of the series of events for the Programmer Festival, the Knowledge Push activity will successively launch knowledge sharing on the topic of [Artificial Intelligence], including the development of AI large models, cutting-edge technologies, learning resources, etc. Stay tuned! This issue’s content is: Unleashing the … Read more

The Transformer Model: An Organic Combination of Attention Mechanism and Neural Networks

The Transformer Model: An Organic Combination of Attention Mechanism and Neural Networks

1 Algorithm Introduction The Transformer is a model that uses the attention mechanism to improve the training speed of the model. The Transformer can be said to be a deep learning model that is completely based on the self-attention mechanism, as it is suitable for parallel computation, and its inherent model complexity results in higher … Read more

What Is ChatGPT?

What Is ChatGPT?

At the end of 2022, the conversational large language model ChatGPT, released by the artificial intelligence lab OpenAI, became an overnight sensation. This product quickly became a hot new generation of artificial intelligence products due to its powerful text processing and human-computer interaction capabilities. A report by UBS Group shows that ChatGPT has surpassed 100 … Read more

The Evolution and Future of ChatGPT

The Evolution and Future of ChatGPT

Since its launch on December 2nd, 2022, ChatGPT, developed by the startup OpenAI in Silicon Valley, has garnered over a million users and sparked intense discussions. It can perform a variety of common text output tasks, including writing code, debugging (code correction), translating documents, writing novels, creating business copy, generating recipes, completing assignments, and evaluating … Read more

Comprehensive Analysis of ChatGPT Research Framework

Comprehensive Analysis of ChatGPT Research Framework

Core Insights ChatGPT Receives Enthusiastic Market Response, Major Players Enter the Arena Statistics show that the daily active user growth of ChatGPT far exceeds that of Instagram. In January, there were over 13 million unique daily visitors using ChatGPT, more than double the number from December last year; both domestic and international tech giants are … Read more

Probability And Feedback: The Intelligent Principles Of ChatGPT

Probability And Feedback: The Intelligent Principles Of ChatGPT

Probability And Feedback: ChatGPT’s Intelligent Principles And Human-Machine Content Co-Creation Author | Deng Jianguo Professor and PhD Supervisor, Department of Communication, Fudan University Original published in “Nanjing Social Sciences”, 2023, Issue 3 Notes in this article are omitted Unless otherwise stated, all images in this article are sourced from the internet Abstract ChatGPT, as the … Read more